Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000299

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001226

distance 0.308 · cross-district

#2 · Sindhudurgcell 4950001607

distance 0.63 · cross-district

#3 · Nashikcell 4870004059

distance 0.633 · cross-district

#4 · Buldhanacell 4720000338

distance 0.649 · cross-district

#5 · Punecell 4900007528

distance 0.671 · cross-district

#6 · Nagpurcell 4840002757

distance 0.689 · cross-district

#7 · Nashikcell 4870006846

distance 0.69 · cross-district

#8 · Nagpurcell 4840002857

distance 0.692 · cross-district

#9 · Nagpurcell 4840001030

distance 0.701 · cross-district

#10 · Nandedcell 4850009061

distance 0.702 · cross-district

#11 · Parbhanicell 4890001494

distance 0.703 · cross-district

#12 · Ahmednagarcell 4660004456

distance 0.716 · cross-district

#13 · Parbhanicell 4890000806

distance 0.717 · cross-district

#14 · Chandrapurcell 4730007570

distance 0.717 · cross-district

#15 · Yavatmalcell 5000002974

distance 0.718 · cross-district

#16 · Punecell 4900007284

distance 0.719 · cross-district

#17 · Solapurcell 4960004050

distance 0.721 · cross-district

#18 · Punecell 4900001937

distance 0.726 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800000299}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.